The graph represents a network of 4,090 Twitter users whose tweets in the requested range contained "digitaltransformation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 08 June 2022 at 12:06 UTC.
The requested start date was Wednesday, 08 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 7-hour, 41-minute period from Sunday, 05 June 2022 at 16:19 UTC to Wednesday, 08 June 2022 at 00:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 4090
Unique Edges : 4945
Edges With Duplicates : 12627
Total Edges : 17572
Number of Edge Types : 5
Mentions : 2537
MentionsInRetweet : 7965
Retweet : 4628
Tweet : 2250
Replies to : 192
Self-Loops : 2437
Reciprocated Vertex Pair Ratio : 0.0269492412349555
Reciprocated Edge Ratio : 0.052484076433121
Connected Components : 736
Single-Vertex Connected Components : 501
Maximum Vertices in a Connected Component : 2904
Maximum Edges in a Connected Component : 16035
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.828473
Graph Density : 0.000469385033852527
Modularity : 0.35455
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,090 Twitter users whose tweets in the requested range contained "digitaltransformation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 08 June 2022 at 12:06 UTC.
The requested start date was Wednesday, 08 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 7-hour, 41-minute period from Sunday, 05 June 2022 at 16:19 UTC to Wednesday, 08 June 2022 at 00:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : digitaltransformation
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[511] digital,transformation [256] gave,kred [256] kred,#influence [249] #ai,#ml [207] eli_krumova,gave [200] #iot,coffee [200] coffee,talk [199] welcome,#iot [199] chat,#digital [199] #digital,#iiot Top Word Pairs in Tweet in G1:
[109] digital,transformation [30] artificial,intelligence [28] #ai,#artificialintelligence [25] #digitaltransformation,journey [25] #fiverr,#fiverrgig [23] learn,more [21] think,unique [21] unique,concept [21] know,feedback [21] feedback,comments Top Word Pairs in Tweet in G2:
[254] gave,kred [254] kred,#influence [205] eli_krumova,gave [200] #ai,#ml [188] #iot,coffee [188] coffee,talk [187] #digital,#iiot [187] welcome,#iot [187] chat,#digital [178] #iiot,#automation Top Word Pairs in Tweet in G3:
[48] digital,transformation [14] learn,more [11] #digital,#digitaltransformation [10] #proptech,#workplace [9] #workplace,#smartbuildings [8] #digitaltransformation,journey [8] #technology,#innovation [8] #smartbuildings,#iwms [7] learn,state [7] state,#digitaltransformation Top Word Pairs in Tweet in G4:
[63] digital,transformation [37] ianljones98,shi4tech [37] #digital,#tech [36] shi4tech,lyakovet [35] needed,drive [34] #innovation,#digital [34] soft,#skills [34] #skills,needed [34] drive,#digitaltransformation [34] #digitaltransformation,#leaders Top Word Pairs in Tweet in G5:
[143] digital,transformation [62] passle,timothy_hughes [40] #digitaltransformation,#digital [39] dlaignite,#socialselling [28] #digital,#transformation [28] timothy_hughes,dlaignite [26] social,selling [25] #socialselling,#digitalselling [23] #roboticsainews,#ai [23] #ai,#artificialintelligence Top Word Pairs in Tweet in G6:
[13] #digitaltransformation,#machinelearning [12] #machinelearning,#bigdata [12] factory,technologies [12] technologies,look [12] look,2022 [12] 2022,#digitaltransformation [12] #cto,#cio [11] r_demidchuk,factory [10] #cio,#enterpriseit [10] #enterpriseit,#digitaltransformation Top Word Pairs in Tweet in G7:
[115] skodineya,#beawarebeware [90] #now,#file [90] #file,#consumer [90] #consumer,#cases [90] #cases,#online [90] #online,#developed [90] #developed,under [90] under,#consumer [90] #consumer,#protection [90] #protection,#act Top Word Pairs in Tweet in G8:
[41] #digitaltransformation,#fintechnews [38] roboinufinance,#roboinu [34] financial,freedom [27] #roboinu,#digitaltransformation [24] rbif,roboinufinance [20] #robofamily,inculcate [20] inculcate,3c [20] 3c,cherish [20] cherish,time [20] time,share Top Word Pairs in Tweet in G9:
[33] #partner2connect,digital [33] digital,development [25] development,roundtable [15] forge,partnerships [14] miss,#partner2connect [14] roundtable,forge [14] partnerships,pledge [14] pledge,commitments [11] roundtable,bring [11] bring,together Top Word Pairs in Tweet in G10:
[27] promise,tech [27] tech,work [27] work,anywhere [27] anywhere,anytime [27] anytime,translation [27] translation,gt [27] gt,gt [27] gt,burnout [27] burnout,stress [27] stress,zero Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: